Rec4Dish: a menu recommender trained on real restaurant orders
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A menu recommender that beat the random baseline 3.5× and held cold-start users at parity, built on order data during an MSc thesis at Padua.
Coursework
Coursework projects from my M.Sc. at the University of Padua.
Lung Disease Prediction from Chest X-rays (Xception)
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Course project for Human Data Analytics (University of Padua): an Xception classifier for lung disease in chest X-ray images, plus an ablation that measures what ImageNet pretraining is worth on a small medical dataset.
Image Colorization with a Conditional GAN in CIELAB
A Pix2Pix-style conditional GAN that colorizes grayscale CIFAR-10 images by predicting only the a/b chrominance channels from lightness. Course project for Neural Networks and Deep Learning at the University of Padua.
Sports Brands and Eco-Sustainability on Twitter
A research project for the Network Science course at the University of Padua: do sports brands genuinely spread eco-sustainable values on Twitter, or is it greenwashing?
CLWA: Co-living Management Web App
A server-side Java web application for running a co-living business, where tenants book rooms and file complaints and managers organize events. Group homework for the Web Applications course, University of Padua, A.Y. 2022-2023.